--- title: "AI Ticket Resolution That Knows When to Hand Off | ThriveDesk" canonical: "https://www.thrivedesk.com/use-cases/ticket-resolver/" author: ThriveDesk description: "An AI agent resolves routine support tickets from your help center with cited answers. When it isn’t sure, it hands the ticket to your team with the full context instead of guessing." categories: [page] --- # AI ticket resolution that knows when to hand off Your AI agent closes routine tickets end to end. When it can’t answer with confidence, it passes the ticket to your team with the full context instead of guessing. [Start free trial](https://app.thrivedesk.com/auth/register) [Book a demo](https://www.thrivedesk.com/demo/) 7-day free trial · No card required Powering support for growing teams 4.9 / 5.0 G2 reviews How it works ## What happens to each ticket Every new email, chat or WhatsApp message goes to Neo first. It answers the tickets your help center and the customer’s own data can settle, and hands the rest to a person with its notes attached. 1. 01 ### Starts when a ticket lands The moment a message reaches ThriveDesk, Neo reads it along with the customer’s profile, orders and past conversations. Nothing waits for someone to work down the queue. 2. 02 ### Decides: resolve or hand off Neo answers only when your help center and the customer’s data give it a clear answer. When the cause is unclear or a rule says a person should take it, it hands off. 3. 03 ### Closes or hands over cleanly Routine tickets close with a reply that links the article it came from. The rest go to the right teammate with the question, what Neo checked and why it stopped. Before and after ## What changes with ThriveDesk | When | Without ThriveDesk | With ThriveDesk | | --- | --- | --- | | A routine question arrives | It waits until someone works down the queue | Neo answers within minutes, day or night | | A saved reply almost fits | The agent pastes it and hopes | Neo checks the customer’s details and sends steps that fit | | The usual answer is wrong this time | The same reply goes out anyway | Neo spots the difference, or hands off | | Five people on shift | Five slightly different answers | One answer, taken from your help center | | Pressure to close tickets fast | Guessed answers that reopen a day later | Neo says it isn’t sure and hands off with context | | The customer says it didn’t work | The same macro, and the loop starts | The ticket goes to a person with the thread attached | [Start free trial](https://app.thrivedesk.com/auth/register) [See pricing](https://www.thrivedesk.com/pricing/) Your rules ## Your team decides how it works Your team trains Neo on your content, writes its rules in plain words and checks its work from the AI tools they already use. 01 ### Train it on your content Point Neo at your help center, website, FAQs and past conversations. Publish a new article and Neo can use it within seconds. Website Website We crawl your public pages, so pricing, policy and product answers come from what you already publish. Help Center Help Center Every published article becomes an answer it can give, with a link back to the doc it came from. FAQ FAQ Question and answer pairs you write by hand, for the rules and exceptions that live nowhere else. Conversations Conversations Past tickets teach it your voice, and the edge cases your docs never got around to covering. 02 ### Write the rules in plain words Write Neo’s instructions, pick its voice and switch on guardrails like refund limits and topics that always go to a person. The same rules apply on every channel. 03 ### Check its work over MCP Connect Claude, ChatGPT or Cursor to ThriveDesk MCP. Search conversations, open any thread Neo answered and look up your help center for gaps, from the assistant you already use. - Claude - Claude Code - ChatGPT - Cursor - VS Code - Any MCP client ThriveDesk MCP mcp.thrivedesk.com 28 actions · runs as you - Conversations 14 - Contacts 3 - Live chat 5 - Reports 2 - Knowledge base 1 - +4 more areas Testimonials ![weDevs logo](https://www.thrivedesk.com/_astro/wedevs-logo-colored.CZ1zsiJa.svg) > “ ThriveDesk is really easy to use while being super effective. I can say without a doubt that ThriveDesk is the best live chat software for small businesses. ” ![Nizam Uddin](https://www.thrivedesk.com/_astro/nizam.B0IpOeXM.jpg)Nizam Uddin CEO, weDevs ![Brainstorm Force logo](https://www.thrivedesk.com/_astro/surecart-logo.CyVpCQv8.svg) > “ The ThriveDesk team truly exceeded expectations with their exceptional work on integrating SureCart. Their dedication resulted in a powerful integration that surpassed all our requirements. ” ![Sujay Pawar](https://www.thrivedesk.com/_astro/sujay-pawar.S_zk3sed.jpg)Sujay Pawar CEO, Brainstorm Force ![Themefisher logo](https://www.thrivedesk.com/_astro/themefisher-logo.iZiIHaeu.svg) > “ As our business and list of clients grew, user classification data became vital for us. We needed to serve our premium customers first to keep our business running. ” ![Mehedi Hasan](https://www.thrivedesk.com/_astro/mehedi.CxiVuND-.jpg)Mehedi Hasan CEO, Themefisher ![Themesgrove logo](https://www.thrivedesk.com/_astro/tg_logo.mI64JEaF.png) > “ At some point, we were paying top dollar yet not all our support requirements were being met. After some digging, we found ThriveDesk. ” Mohammad Zannatun Nime Support Executive, Themesgrove ![Sigmative logo](https://www.thrivedesk.com/_astro/sigmative-logo.DGIzEm09.svg) > “ I love ThriveDesk so much. It’s easy to use and user friendly — the best choice for anyone who wants to modernize a classic support system and get live chat built in. ” ![Selim Rana](https://www.thrivedesk.com/_astro/selim-rana.CQkT8t1-.jpg)Selim Rana Founder, Sigmative Muslims Day > “ The performance of ThriveDesk is very good, and it’s intuitive. I just tried the AI chatbot — add a few knowledge base articles and it’s answering mostly correctly. ” Abdullah Al H. CEO, Muslims Day FAQ ## Common questions about AI ticket resolution Anything else? [Talk to us](https://www.thrivedesk.com/contact/). ### What is AI ticket resolution? An AI agent reads a new ticket, works out the answer from your help center and the customer’s data, replies and closes it. Tickets it can’t settle go to a person. In ThriveDesk that agent is Neo. ### How does Neo decide whether to answer or hand off? It answers when your help center and the customer’s data give it a clear answer. It hands off when the cause is unclear, when no article covers the case, or when one of your rules says a person should handle it, like a refund above your limit or a damage claim. ### What happens when Neo hands off? The ticket goes to the right teammate or team with a summary: the question, what Neo checked and why it stopped. The customer is told a person is on it, so nobody has to ask them to repeat themselves. ### What does Neo learn from? Your help center articles, web pages you point it at and your past replies. New content is available to Neo in seconds, so keep your articles current and its answers stay current too. ### Can I test Neo before it answers customers? Yes. Ask it real customer questions in the AI Playground, check each answer and the sources it used, then turn it on for the channels you want. ### Is this the same as ticket deflection? They work together. Deflection answers a question before it becomes a ticket, through your help center and the chat widget. Resolution closes a ticket once it exists. ThriveDesk does both, and Neo handles the routine tickets that still come in. More use cases ## What else teams use ThriveDesk for [See all use cases](https://www.thrivedesk.com/use-cases/) - ### [Escalation manager](https://www.thrivedesk.com/use-cases/escalation-manager/) Send each escalation to the team that owns the fix, with context attached. - ### [Reply drafter](https://www.thrivedesk.com/use-cases/reply-drafter/) Drafts written from your help center, so agents edit instead of starting cold. - ### [Support triage](https://www.thrivedesk.com/use-cases/support-triage/) Tag and prioritize every ticket, then route it to the right member or team.